BranchProbability.h 7.9 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248
  1. //===- BranchProbability.h - Branch Probability Wrapper ---------*- C++ -*-===//
  2. //
  3. // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
  4. // See https://llvm.org/LICENSE.txt for license information.
  5. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
  6. //
  7. //===----------------------------------------------------------------------===//
  8. //
  9. // Definition of BranchProbability shared by IR and Machine Instructions.
  10. //
  11. //===----------------------------------------------------------------------===//
  12. #ifndef LLVM_SUPPORT_BRANCHPROBABILITY_H
  13. #define LLVM_SUPPORT_BRANCHPROBABILITY_H
  14. #include "llvm/Support/DataTypes.h"
  15. #include <algorithm>
  16. #include <cassert>
  17. #include <climits>
  18. #include <numeric>
  19. namespace llvm {
  20. class raw_ostream;
  21. // This class represents Branch Probability as a non-negative fraction that is
  22. // no greater than 1. It uses a fixed-point-like implementation, in which the
  23. // denominator is always a constant value (here we use 1<<31 for maximum
  24. // precision).
  25. class BranchProbability {
  26. // Numerator
  27. uint32_t N;
  28. // Denominator, which is a constant value.
  29. static constexpr uint32_t D = 1u << 31;
  30. static constexpr uint32_t UnknownN = UINT32_MAX;
  31. // Construct a BranchProbability with only numerator assuming the denominator
  32. // is 1<<31. For internal use only.
  33. explicit BranchProbability(uint32_t n) : N(n) {}
  34. public:
  35. BranchProbability() : N(UnknownN) {}
  36. BranchProbability(uint32_t Numerator, uint32_t Denominator);
  37. bool isZero() const { return N == 0; }
  38. bool isUnknown() const { return N == UnknownN; }
  39. static BranchProbability getZero() { return BranchProbability(0); }
  40. static BranchProbability getOne() { return BranchProbability(D); }
  41. static BranchProbability getUnknown() { return BranchProbability(UnknownN); }
  42. // Create a BranchProbability object with the given numerator and 1<<31
  43. // as denominator.
  44. static BranchProbability getRaw(uint32_t N) { return BranchProbability(N); }
  45. // Create a BranchProbability object from 64-bit integers.
  46. static BranchProbability getBranchProbability(uint64_t Numerator,
  47. uint64_t Denominator);
  48. // Normalize given probabilties so that the sum of them becomes approximate
  49. // one.
  50. template <class ProbabilityIter>
  51. static void normalizeProbabilities(ProbabilityIter Begin,
  52. ProbabilityIter End);
  53. uint32_t getNumerator() const { return N; }
  54. static uint32_t getDenominator() { return D; }
  55. // Return (1 - Probability).
  56. BranchProbability getCompl() const { return BranchProbability(D - N); }
  57. raw_ostream &print(raw_ostream &OS) const;
  58. void dump() const;
  59. /// Scale a large integer.
  60. ///
  61. /// Scales \c Num. Guarantees full precision. Returns the floor of the
  62. /// result.
  63. ///
  64. /// \return \c Num times \c this.
  65. uint64_t scale(uint64_t Num) const;
  66. /// Scale a large integer by the inverse.
  67. ///
  68. /// Scales \c Num by the inverse of \c this. Guarantees full precision.
  69. /// Returns the floor of the result.
  70. ///
  71. /// \return \c Num divided by \c this.
  72. uint64_t scaleByInverse(uint64_t Num) const;
  73. BranchProbability &operator+=(BranchProbability RHS) {
  74. assert(N != UnknownN && RHS.N != UnknownN &&
  75. "Unknown probability cannot participate in arithmetics.");
  76. // Saturate the result in case of overflow.
  77. N = (uint64_t(N) + RHS.N > D) ? D : N + RHS.N;
  78. return *this;
  79. }
  80. BranchProbability &operator-=(BranchProbability RHS) {
  81. assert(N != UnknownN && RHS.N != UnknownN &&
  82. "Unknown probability cannot participate in arithmetics.");
  83. // Saturate the result in case of underflow.
  84. N = N < RHS.N ? 0 : N - RHS.N;
  85. return *this;
  86. }
  87. BranchProbability &operator*=(BranchProbability RHS) {
  88. assert(N != UnknownN && RHS.N != UnknownN &&
  89. "Unknown probability cannot participate in arithmetics.");
  90. N = (static_cast<uint64_t>(N) * RHS.N + D / 2) / D;
  91. return *this;
  92. }
  93. BranchProbability &operator*=(uint32_t RHS) {
  94. assert(N != UnknownN &&
  95. "Unknown probability cannot participate in arithmetics.");
  96. N = (uint64_t(N) * RHS > D) ? D : N * RHS;
  97. return *this;
  98. }
  99. BranchProbability &operator/=(BranchProbability RHS) {
  100. assert(N != UnknownN && RHS.N != UnknownN &&
  101. "Unknown probability cannot participate in arithmetics.");
  102. N = (static_cast<uint64_t>(N) * D + RHS.N / 2) / RHS.N;
  103. return *this;
  104. }
  105. BranchProbability &operator/=(uint32_t RHS) {
  106. assert(N != UnknownN &&
  107. "Unknown probability cannot participate in arithmetics.");
  108. assert(RHS > 0 && "The divider cannot be zero.");
  109. N /= RHS;
  110. return *this;
  111. }
  112. BranchProbability operator+(BranchProbability RHS) const {
  113. BranchProbability Prob(*this);
  114. Prob += RHS;
  115. return Prob;
  116. }
  117. BranchProbability operator-(BranchProbability RHS) const {
  118. BranchProbability Prob(*this);
  119. Prob -= RHS;
  120. return Prob;
  121. }
  122. BranchProbability operator*(BranchProbability RHS) const {
  123. BranchProbability Prob(*this);
  124. Prob *= RHS;
  125. return Prob;
  126. }
  127. BranchProbability operator*(uint32_t RHS) const {
  128. BranchProbability Prob(*this);
  129. Prob *= RHS;
  130. return Prob;
  131. }
  132. BranchProbability operator/(BranchProbability RHS) const {
  133. BranchProbability Prob(*this);
  134. Prob /= RHS;
  135. return Prob;
  136. }
  137. BranchProbability operator/(uint32_t RHS) const {
  138. BranchProbability Prob(*this);
  139. Prob /= RHS;
  140. return Prob;
  141. }
  142. bool operator==(BranchProbability RHS) const { return N == RHS.N; }
  143. bool operator!=(BranchProbability RHS) const { return !(*this == RHS); }
  144. bool operator<(BranchProbability RHS) const {
  145. assert(N != UnknownN && RHS.N != UnknownN &&
  146. "Unknown probability cannot participate in comparisons.");
  147. return N < RHS.N;
  148. }
  149. bool operator>(BranchProbability RHS) const {
  150. assert(N != UnknownN && RHS.N != UnknownN &&
  151. "Unknown probability cannot participate in comparisons.");
  152. return RHS < *this;
  153. }
  154. bool operator<=(BranchProbability RHS) const {
  155. assert(N != UnknownN && RHS.N != UnknownN &&
  156. "Unknown probability cannot participate in comparisons.");
  157. return !(RHS < *this);
  158. }
  159. bool operator>=(BranchProbability RHS) const {
  160. assert(N != UnknownN && RHS.N != UnknownN &&
  161. "Unknown probability cannot participate in comparisons.");
  162. return !(*this < RHS);
  163. }
  164. };
  165. inline raw_ostream &operator<<(raw_ostream &OS, BranchProbability Prob) {
  166. return Prob.print(OS);
  167. }
  168. template <class ProbabilityIter>
  169. void BranchProbability::normalizeProbabilities(ProbabilityIter Begin,
  170. ProbabilityIter End) {
  171. if (Begin == End)
  172. return;
  173. unsigned UnknownProbCount = 0;
  174. uint64_t Sum = std::accumulate(Begin, End, uint64_t(0),
  175. [&](uint64_t S, const BranchProbability &BP) {
  176. if (!BP.isUnknown())
  177. return S + BP.N;
  178. UnknownProbCount++;
  179. return S;
  180. });
  181. if (UnknownProbCount > 0) {
  182. BranchProbability ProbForUnknown = BranchProbability::getZero();
  183. // If the sum of all known probabilities is less than one, evenly distribute
  184. // the complement of sum to unknown probabilities. Otherwise, set unknown
  185. // probabilities to zeros and continue to normalize known probabilities.
  186. if (Sum < BranchProbability::getDenominator())
  187. ProbForUnknown = BranchProbability::getRaw(
  188. (BranchProbability::getDenominator() - Sum) / UnknownProbCount);
  189. std::replace_if(Begin, End,
  190. [](const BranchProbability &BP) { return BP.isUnknown(); },
  191. ProbForUnknown);
  192. if (Sum <= BranchProbability::getDenominator())
  193. return;
  194. }
  195. if (Sum == 0) {
  196. BranchProbability BP(1, std::distance(Begin, End));
  197. std::fill(Begin, End, BP);
  198. return;
  199. }
  200. for (auto I = Begin; I != End; ++I)
  201. I->N = (I->N * uint64_t(D) + Sum / 2) / Sum;
  202. }
  203. }
  204. #endif